What are data models in Splunk?

What Is a Splunk Data Model? A data model is a structured, hierarchical mapping of semantic knowledge of a collection of datasets. It outlines the details necessary to enable searches of dataset information. Within a data model, datasets are typically arranged categorically into parent and child datasets.